AutoML Leaderboard

Best model name model_type metric_type metric_value train_time
1_Baseline Baseline rmse 49617.2 5.4
2_DecisionTree Decision Tree rmse 50051 37
3_Default_Xgboost Xgboost rmse 49621 8.38
4_Default_NeuralNetwork Neural Network rmse 49872.5 2.74
the best 5_Default_RandomForest Random Forest rmse 49554.1 13.19
Ensemble Ensemble rmse 49554.1 0.5

AutoML Performance

AutoML Performance

AutoML Performance Boxplot

AutoML Performance Boxplot

Features Importance (Original Scale)

features importance across models

Scaled Features Importance (MinMax per Model)

scaled features importance across models

Spearman Correlation of Models

models spearman correlation